Satu-Marja Mäkelä

20022019
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Research Output 2002 2019

2019

Unobtrusive assessment of stress of office workers via analysis of their motion trajectories

Vildjiounaite, E., Huotari, V., Kallio, J., Kyllönen, V., Mäkelä, S. M. & Gimel'farb, G., 1 Aug 2019, In : Pervasive and Mobile Computing. 58, 101028.

Research output: Contribution to journalArticleScientificpeer-review

Trajectories
Trajectory
Motion
Battery
Detector
2018

Detection of prolonged stress in smart office

Vildjiounaite, E., Huotari, V., Kallio, J., Kyllönen, V., Mäkelä, S. M. & Gimel’farb, G., 2018, Intelligent Computing: Proceedings of the 2018 Computing Conference. Kapoor, S., Bhatia, R. & Arai, K. (eds.). Springer, p. 1253-1261 9 p. (Advances in Intelligent Systems and Computing, Vol. 857).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Trajectories
Detectors
Hidden Markov models
Learning systems
Cameras
2017
5 Citations (Scopus)

Unsupervised illness recognition via in-home monitoring by depth cameras

Vildjiounaite, E., Mäkelä, S-M., Keränen, T., Kyllönen, V., Huotari, V., Järvinen, S. & Gimelfarb, G., 1 Jul 2017, In : Pervasive and Mobile Computing. 38, Part 1, p. 166-187 22 p.

Research output: Contribution to journalArticleScientificpeer-review

Camera
Cameras
Detector
Monitoring
Detectors

Use of Augmented Reality in Sport Performance Visualization: Media Tools for Prosumers

Mäkelä, S-M., Palviainen, M., Ylikerälä, M. & Peltola, J., 2017, AMBIENT 2017: The Seventh International Conference on Ambient Computing, Applications, Services and Technologies. International Academy, Research, and Industry Association IARIA, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
Augmented reality
Sports
Visualization
Data visualization
Cloud computing
2014

Enriching everyday experience with a digital service: Case study in rural retail store

Ervasti, M., Isomursu, M. & Mäkelä, S-M., 2014, Proceedings, Research Volume: 27th Bled eConference "eEcosystems" 2014. Fakulteta za organizacijske vede Kranj, Zalozba Moderna organizacija, 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
Retail stores
Personnel
New services
World Wide Web
Retail services
1 Citation (Scopus)

Predicting consumers' locations in dynamic environments via 3D sensor-based tracking

Vildjiounaite, E., Mäkelä, S-M., Järvinen, S., Keränen, T. & Kyllönen, V., 2014, Proceedings: Eighth International Conference on Next Generation Mobile Apps, Services and Technologies, NGMAST 2014. IEEE Institute of Electrical and Electronic Engineers , p. 100-105

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Sensors
Cosmetics
Adaptive systems
Brick
Mortar
2 Citations (Scopus)

Shopper behaviour analysis based on 3D situation awareness information

Mäkelä, S-M., Järvinen, S., Keränen, T., Lindholm, M. & Vildjiounaite, E., 2014, Video Analytics for Audience Measurement: First International Workshop, VAAM 2014, Stockholm, Sweden, August 24, 2014. Revised Selected Papers. Springer, p. 134-145 (Lecture Notes in Computer Science, Vol. 8811).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Retail stores
Sensors
Brick
Mortar
Trajectories
2013

Capturing movement for interaction

Mäkelä, S-M., Keränen, T. & Valjus, V., 2013, Uniting the physical and virtual: ICT solutions for open smart spaces. Espoo: VTT Technical Research Centre of Finland, p. 49-56 (VTT Research Highlights; No. 7).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Open Access

Productivity leap with ioT: Visions of the Internet of Things with a special focus on Global Asset Management and Smart Lighting

Jurvansuu, M. (ed.), Belloni, K. (ed.), Ailisto, H., Sihvonen, S., Tukeva, P., Aikio, J., Virkkunen, R., Kortelainen, H., Heilala, J., Rauma, T., Roine, M., van Gils, M., Ventä, O., Jantunen, E., Katainen, T., Lehtonen, M., Heinonen, R., Merilahti, J., Ketomäki, J., Hast, J. & 17 others, Peltola, J., Mäkelä, S-M., Könönen, V., Ahola, J., Juntunen, E., Katasonov, A., Hiltunen, J., Kaartinen, J., Savola, R., Savolainen, P., Soininen, J-P., Kiljander, J., Huusko, J., Airaksinen, M., Mäki, K., Strömmer, E. & Rönkä, K., 2013, Espoo: VTT Technical Research Centre of Finland. 99 p. (VTT Visions; No. 3).

Research output: Book/ReportBook (editor)

Open Access
Asset management
Lighting
Productivity
3D printers
Industry
4 Citations (Scopus)

Treasure hunt with intelligent luminaires

Mäkelä, S. M., Sarjanoja, E. M., Keränen, T., Järvinen, S., Pentikäinen, V. & Korkalo, O., 2013, Proceedings of the 17th International Academic MindTrek Conference: Making Sense of Converging Media, MindTrek 2013. Association for Computing Machinery ACM, p. 269-272 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Lighting fixtures
Light emitting diodes
Lighting
Color
Control systems
2012
3 Citations (Scopus)

Semi-supervised context adaptation: Case study of audience excitement recognition

Vildjiounaite, E., Kyllönen, V., Mäkelä, S-M., Vuorinen, O., Keränen, T., Peltola, J. & Gimel'farb, G., 2012, In : Multimedia Systems. 18, 3, p. 231-250 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Hidden Markov models
Classifiers
Sports
Labeling
Support vector machines
2011
8 Citations (Scopus)

Designing socially acceptable multimodal interaction in cooking assistants

Vildjiounaite, E., Kantorovitch, J., Kyllönen, V., Niskanen, I., Hillukkala, M., Virtanen, K., Vuorinen, O., Mäkelä, S-M., Keränen, T., Peltola, J., Mäntyjärvi, J. & Tokmakoff, A., 2011, Proceedings of the International Conference on Intelligent User Interfaces, IUI '11. Association for Computing Machinery ACM, p. 415-418

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Cooking
User interfaces

Mainonta mobilisoituu - paikalliset mainokset löytävät tiensä käyttäjän mobiililaitteeseen

Mäkelä, S-M., 2011, In : GT-lehti. 1, p. 5-7

Research output: Contribution to journalArticleProfessional

2009
1 Citation (Scopus)

Requirements and software framework for adaptive multimodal affect recognition

Vildjiounaite, E., Kyllönen, V., Vuorinen, O., Mäkelä, S-M., Keränen, T., Niiranen, M., Knuutinen, J. & Peltola, J., 2009, 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops. Piscataway, NJ, USA: IEEE Institute of Electrical and Electronic Engineers

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Fusion reactions
2008
16 Citations (Scopus)

An affective model of user experience for interactive art

Gilroy, S. W., Cavazza, M., Chaignon, R., Mäkelä, S-M., Niranen, M., Andre, E., Vogt, T., Urbain, J., Seichter, H., Billinghurst, M. & Benayoun, M., 2008, Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology, ACE 2008. Association for Computing Machinery ACM, p. 107-110

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Augmented reality
Fusion reactions
1 Citation (Scopus)

Fusion of Sound Source Localization and Face Detection for Supporting Human Behavior Analysis

Niiranen, M., Vehkaperä, J., Mäkelä, S-M., Peltola, J. & Räty, T., 2008, Proceedings MobiMedia 2008. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
Face recognition
Fusion reactions
Acoustic waves
Microphones
Video cameras
2 Citations (Scopus)

Light Weight Mobile Device Targeted Speaker Clustering Algorithm

Vuorinen, O., Lahti, T., Mäkelä, S-M. & Peltola, J., 2008, 2008 IEEE 10th Workshop on Multimedia Signal Processing. Australia: IEEE Institute of Electrical and Electronic Engineers , p. 131-136

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Clustering algorithms
Mobile devices
Labeling
Labels
Detectors
1 Citation (Scopus)

On Enabling Techniques for Personal Audio Content Management

Lahti, T., Helén, M., Vuorinen, O., Väyrynen, E., Partala, J., Peltola, J. & Mäkelä, S-M., 2008, MIR '08 Proceeding of the 1st ACM international conference on multimedia information retrieval. Association for Computing Machinery ACM, p. 113-120

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Speech analysis
Bayesian networks
Clustering algorithms

On Personal Content Management Techniques for Audio

Lahti, T., Helén, M., Vuorinen, O., Väyrynen, E., Partala, J., Peltola, J. & Mäkelä, S-M., 2008, Helsinki. (NRC Technical Report, Vol. NRC-TR-2008-005).

Research output: Book/ReportReport

2007

BIOSEC

Ailisto, H., Lindholm, M., Mäkelä, S-M., Vildjiounaite, E. & Mäntyjärvi, J., 2007, Communications Technologies. VTT's Research Programme 2002-2006: Final Report. Espoo: VTT Technical Research Centre of Finland, p. 319 - 321 (VTT Publications, Vol. 629).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

15 Citations (Scopus)

Increasing security of mobile devices by decreasing user effort in verification

Vildjiounaite, E., Mäkelä, S. M., Lindholm, M., Kyllönen, V. & Ailisto, H., 1 Dec 2007, Second International Conference on Systems and Networks Communications, ICSNC 2007. 4300052

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Mobile devices
Biometrics
Mobile phones
experiment
Experiments
5 Citations (Scopus)

Unsupervised speaker change detection for mobile device recorded speech

Vuorinen, O., Peltola, J. & Mäkelä, S-M., 2007, IEEE International Conference on Acoustics, Speech, and Signal Processing. Honolulu, HI, USA, 15-20 April 2007. IEEE Cat. No. 07CH378. IEEE Institute of Electrical and Electronic Engineers

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Mobile devices
Detectors
Mobile phones
Decision making
Experiments
2006
3 Citations (Scopus)

Mobile video capture targeted narrowband audio content classification

Mäkelä, S-M., Peltola, J. & Myllyniemi, M., 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings. IEEE Institute of Electrical and Electronic Engineers

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

58 Citations (Scopus)

Soft biometrics-combining body weight and fat measurements with fingerprint biometrics

Ailisto, H., Vildjiounaite, E., Lindholm, M., Mäkelä, S. M. & Peltola, J., 1 Apr 2006, In : Pattern Recognition Letters. 27, 5, p. 325-334 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Biometrics
Oils and fats
Weighing
45 Citations (Scopus)

Unobtrusive multimodal biometrics for ensuring privacy and information security with personal devices

Vildjiounaite, E., Mäkelä, S. M., Lindholm, M., Riihimäki, R., Kyllönen, V., Mäntyjärvi, J. & Ailisto, H., 1 Jan 2006, Pervasive Computing: 4th International Conference, PERVASIVE 2006, Proceedings. Springer, p. 187-201 (Lecture Notes in Computer Science, Vol. 3968).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Information Security
Biometrics
Security of data
Mobile devices
Mobile Devices
2005
134 Citations (Scopus)

Identifying people from gait pattern with accelerometers

Ailisto, H., Lindholm, M., Mäntyjärvi, J., Vildjiounaite, E. & Mäkelä, S. M., 18 Oct 2005, Biometric Technology for Human Identification II Proceedings. International Society for Optics and Photonics SPIE, p. 7-14 8 p. (Proceedings of SPIE, Vol. 5779).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

gait
Accelerometer
Gait
accelerometers
Accelerometers
242 Citations (Scopus)

Identifying users of portable devices from gait pattern with accelerometers

Mäntyjärvi, J., Lindholm, M., Vildjiounaite, E., Mäkelä, S. M. & Ailisto, H., 1 Dec 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Vol. II. 1415569

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
Accelerometers
Statistics
Correlation methods
7 Citations (Scopus)

Personal video retrieval and browsing for mobile users

Sachinopoulou, A., Mäkelä, S-M., Järvinen, S., Westermann, U., Peltola, J. & Pietarila, P., 2005, Multimedia on Mobile Devices. International Society for Optics and Photonics SPIE, p. 219-230 (Proceedings of SPIE, Vol. 5684).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Mobile phones
Mobile homes
Video recording
Multimedia services
Metadata
2004
14 Citations (Scopus)

Unobtrusive user identification with light biometrics

Ailisto, H., Lindholm, M., Mäkelä, S. M. & Vildjiounaite, E., 1 Dec 2004, Proceedings of the 3rd Nordic Conference on Human-Computer Interaction, NordiCHI 2004. FI: Association for Computing Machinery ACM, Vol. 82. p. 327-330 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Biometrics
Oils and fats
Fusion reactions
Health
Experiments
2003
91 Citations (Scopus)

Bayesian approach to sensor-based context awareness

Korpipää, P., Koskinen, M., Peltola, J., Mäkelä, S-M. & Seppänen, T., 2003, In : Personal and Ubiquitous Computing. 7, 2, p. 113-124 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Mobile devices
Sensors
Motion Picture Experts Group standards
Bayesian networks
Experiments

TRECVID 2003 experiments at MediaTeam Oulu and VTT

Rautiainen, M., Penttilä, J., Pietarila, P., Noponen, K., Hosio, M., Koskela, T., Mäkelä, S-M., Peltola, J., Liu, J., Ojala, T. & Seppänen, T., 2003.

Research output: Contribution to conferenceConference articleScientificpeer-review

Semantics
Experiments
Feature extraction
Fusion reactions
Self organizing maps
2002

TREC 2002 video track experiments at MediaTeam Oulu and VTT

Rautiainen, M., Penttilä, J., Vorobiev, D., Noponen, K., Väyrynen, P., Hosio, M., Matinmikko, E., Mäkelä, S-M., Peltola, J., Ojala, T. & Seppänen, T., 2002, Text Retrieval Conference TREC 2002 Video Track. 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Open Access
Semantics
Feature extraction
Experiments
Acoustic waves
Self organizing maps